{"id":1748,"date":"2022-07-24T05:16:30","date_gmt":"2022-07-24T05:16:30","guid":{"rendered":"https:\/\/pcyti.izt.uam.mx\/?p=1748"},"modified":"2022-07-25T23:27:18","modified_gmt":"2022-07-25T23:27:18","slug":"super-resolucion-en-audios-historicos-y-de-espectro-restringido","status":"publish","type":"post","link":"https:\/\/pcyti.izt.uam.mx\/?p=1748","title":{"rendered":"Super-resoluci\u00f3n en audios hist\u00f3ricos y de espectro restringido"},"content":{"rendered":"\n<p><a href=\"https:\/\/pcyti.izt.uam.mx\/wp-content\/uploads\/2022\/07\/Super-resolucion-en-audio_MCyTI2022.pdf\">Descargar propuesta de investigaci\u00f3n completa (PDF)<\/a><\/p>\n\n\n\n<p><strong>Profesores:<\/strong>\u00a0<a href=\"https:\/\/pcyti.izt.uam.mx\/?page_id=514&amp;singleproduct=929\">Dr.\u00a0Pedro Lara Vel\u00e1zquez<\/a>\u00a0y Dr. Rom\u00e1n Anselmo Mora Guti\u00e9rrez<\/p>\n\n\n\n<p><strong>Resumen:<\/strong>&nbsp;La super-resoluci\u00f3n de archivos de audio busca extender el ancho de banda y el contenido arm\u00f3nico contenido en la voz o la m\u00fasica mediante el uso de redes neuronales. En este proyecto se propone analizar las ventajas, alcances y debilidades de las redes neuronales para la restauraci\u00f3n de audios.<\/p>\n\n\n\n<p><strong>Objetivo general:<\/strong><\/p>\n\n\n\n<p>Emplear redes neuronales para super-resoluci\u00f3n en archivos de audio<\/p>\n\n\n\n<p><strong>Objetivos espec\u00edficos:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Investigar los fundamentos de redes neuronales, especialmente redes neuronales generativas adversarias y redes neuronales convolucionales<\/li><li>Realizar el estado del arte para identificar el tipo de redes neuronales m\u00e1s adecuadas al problema<\/li><li>Generar un algoritmo de super-resoluci\u00f3n para audio basados en las redes neuronales seleccionadas<\/li><li>Realizar el entrenamiento del algoritmo y probar su desempe\u00f1o en las instancias disponibles<\/li><li>Reportar los resultados obtenidos en la Id\u00f3nea Comunicaci\u00f3n de Resultados (ICR)<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Descargar propuesta de investigaci\u00f3n completa (PDF) Profesores:\u00a0Dr.\u00a0Pedro Lara Vel\u00e1zquez\u00a0y Dr. Rom\u00e1n Anselmo Mora Guti\u00e9rrez Resumen:&nbsp;La super-resoluci\u00f3n de archivos de audio busca extender el ancho de banda y el contenido arm\u00f3nico contenido en la voz o la m\u00fasica mediante el uso de redes neuronales. En este proyecto se propone analizar las ventajas, alcances y debilidades de<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[74],"tags":[],"class_list":["post-1748","post","type-post","status-publish","format-standard","hentry","category-74"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Super-resoluci\u00f3n en audios hist\u00f3ricos y de espectro restringido - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pcyti.izt.uam.mx\/?p=1748\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Super-resoluci\u00f3n en audios hist\u00f3ricos y de espectro restringido - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n\" \/>\n<meta property=\"og:description\" content=\"Descargar propuesta de investigaci\u00f3n completa (PDF) Profesores:\u00a0Dr.\u00a0Pedro Lara Vel\u00e1zquez\u00a0y Dr. Rom\u00e1n Anselmo Mora Guti\u00e9rrez Resumen:&nbsp;La super-resoluci\u00f3n de archivos de audio busca extender el ancho de banda y el contenido arm\u00f3nico contenido en la voz o la m\u00fasica mediante el uso de redes neuronales. 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